Overview

Dataset statistics

Number of variables15
Number of observations68629
Missing cells44138
Missing cells (%)4.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.4 MiB
Average record size in memory128.0 B

Variable types

Numeric15

Alerts

ld_mean_volume_difference has 8421 (12.3%) infinite valuesInfinite
ld_mean_volume_difference has 44138 (64.3%) missing valuesMissing
ld_mean_wap_1 has unique valuesUnique
ld_mean_bid_price1 has 788 (1.1%) zerosZeros
ld_mean_ask_price1 has 789 (1.1%) zerosZeros
ld_mean_bid_price2 has 823 (1.2%) zerosZeros
ld_mean_ask_price2 has 779 (1.1%) zerosZeros
ld_mean_bid_size1 has 1043 (1.5%) zerosZeros
ld_mean_ask_size1 has 1112 (1.6%) zerosZeros
ld_mean_bid_size2 has 1934 (2.8%) zerosZeros
ld_mean_ask_size2 has 2048 (3.0%) zerosZeros
ld_mean_bid_ask_1 has 10559 (15.4%) zerosZeros
ld_mean_bid_ask_2 has 9547 (13.9%) zerosZeros

Reproduction

Analysis started2024-07-01 19:01:59.020909
Analysis finished2024-07-01 19:02:25.960391
Duration26.94 seconds
Software versionydata-profiling v4.8.3
Download configurationconfig.json

Variables

target_value
Real number (ℝ)

Distinct68228
Distinct (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0038878538
Minimum0.000112782
Maximum0.051954939
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 MiB
2024-07-01T15:02:26.053388image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum0.000112782
5-th percentile0.0011688978
Q10.002030894
median0.003060147
Q30.004733416
95-th percentile0.0094920512
Maximum0.051954939
Range0.051842157
Interquartile range (IQR)0.002702522

Descriptive statistics

Standard deviation0.0029421081
Coefficient of variation (CV)0.7567435
Kurtosis13.636917
Mean0.0038878538
Median Absolute Deviation (MAD)0.001223305
Skewness2.7721908
Sum266.81952
Variance8.6560001 × 10-6
MonotonicityNot monotonic
2024-07-01T15:02:26.204406image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.004125058 2
 
< 0.1%
0.002760894 2
 
< 0.1%
0.001727059 2
 
< 0.1%
0.004879351 2
 
< 0.1%
0.003471 2
 
< 0.1%
0.001837649 2
 
< 0.1%
0.00106919 2
 
< 0.1%
0.001689191 2
 
< 0.1%
0.003476125 2
 
< 0.1%
0.001659372 2
 
< 0.1%
Other values (68218) 68609
> 99.9%
ValueCountFrequency (%)
0.000112782 1
< 0.1%
0.000145461 1
< 0.1%
0.000244148 1
< 0.1%
0.000276828 1
< 0.1%
0.00027703 1
< 0.1%
0.000289663 1
< 0.1%
0.000309087 1
< 0.1%
0.00031157 1
< 0.1%
0.000311773 1
< 0.1%
0.000312335 1
< 0.1%
ValueCountFrequency (%)
0.051954939 1
< 0.1%
0.04473676 1
< 0.1%
0.043173945 1
< 0.1%
0.042814297 1
< 0.1%
0.038972343 1
< 0.1%
0.038377884 1
< 0.1%
0.035858885 1
< 0.1%
0.035500722 1
< 0.1%
0.034833812 1
< 0.1%
0.033972923 1
< 0.1%

ld_mean_bid_price1
Real number (ℝ)

ZEROS 

Distinct67733
Distinct (%)98.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4531197 × 10-7
Minimum-0.00036326179
Maximum0.00020396811
Zeros788
Zeros (%)1.1%
Negative33603
Negative (%)49.0%
Memory size1.0 MiB
2024-07-01T15:02:26.343288image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.00036326179
5-th percentile-1.4439456 × 10-5
Q1-3.8791077 × 10-6
median0
Q34.0491782 × 10-6
95-th percentile1.5180612 × 10-5
Maximum0.00020396811
Range0.0005672299
Interquartile range (IQR)7.9282859 × 10-6

Descriptive statistics

Standard deviation1.0872539 × 10-5
Coefficient of variation (CV)74.822047
Kurtosis41.551348
Mean1.4531197 × 10-7
Median Absolute Deviation (MAD)3.9617421 × 10-6
Skewness-0.34972442
Sum0.0099726154
Variance1.1821211 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:26.481943image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 788
 
1.1%
1.701978402 × 10-134
 
< 0.1%
-1.946744496 × 10-134
 
< 0.1%
5.596890681 × 10-133
 
< 0.1%
-2.007160714 × 10-133
 
< 0.1%
-9.750026849 × 10-143
 
< 0.1%
-2.682380685 × 10-133
 
< 0.1%
2.498182867 × 10-133
 
< 0.1%
2.12436717 × 10-133
 
< 0.1%
-4.056283033 × 10-133
 
< 0.1%
Other values (67723) 67812
98.8%
ValueCountFrequency (%)
-0.0003632617882 1
< 0.1%
-0.0001975789928 1
< 0.1%
-0.0001687809126 1
< 0.1%
-0.0001621905249 1
< 0.1%
-0.0001502649102 1
< 0.1%
-0.0001426834788 1
< 0.1%
-0.000131325447 1
< 0.1%
-0.0001300453005 1
< 0.1%
-0.0001224816224 1
< 0.1%
-0.0001206184243 1
< 0.1%
ValueCountFrequency (%)
0.0002039681131 1
< 0.1%
0.0001653150539 1
< 0.1%
0.0001613965578 1
< 0.1%
0.0001582009136 1
< 0.1%
0.0001437843894 1
< 0.1%
0.0001382763585 1
< 0.1%
0.0001261169091 1
< 0.1%
0.000124627797 1
< 0.1%
0.0001238849218 1
< 0.1%
0.0001222539577 1
< 0.1%

ld_mean_ask_price1
Real number (ℝ)

ZEROS 

Distinct67704
Distinct (%)98.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.7702404 × 10-7
Minimum-0.00038198088
Maximum0.00016218517
Zeros789
Zeros (%)1.1%
Negative34190
Negative (%)49.8%
Memory size1.0 MiB
2024-07-01T15:02:26.627392image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.00038198088
5-th percentile-1.498271 × 10-5
Q1-4.0468285 × 10-6
median0
Q33.855479 × 10-6
95-th percentile1.4411617 × 10-5
Maximum0.00016218517
Range0.00054416605
Interquartile range (IQR)7.9023075 × 10-6

Descriptive statistics

Standard deviation1.0810065 × 10-5
Coefficient of variation (CV)-61.06552
Kurtosis45.199392
Mean-1.7702404 × 10-7
Median Absolute Deviation (MAD)3.9462702 × 10-6
Skewness-1.2519836
Sum-0.012148983
Variance1.168575 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:26.777199image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 789
 
1.1%
-1.341190342 × 10-134
 
< 0.1%
-1.287780104 × 10-134
 
< 0.1%
2.042374109 × 10-133
 
< 0.1%
6.127122464 × 10-133
 
< 0.1%
-3.055520247 × 10-133
 
< 0.1%
-3.549247484 × 10-133
 
< 0.1%
-2.147884193 × 10-133
 
< 0.1%
3.129444132 × 10-133
 
< 0.1%
-3.959704743 × 10-133
 
< 0.1%
Other values (67694) 67811
98.8%
ValueCountFrequency (%)
-0.0003819808771 1
< 0.1%
-0.0002226733777 1
< 0.1%
-0.0002104450978 1
< 0.1%
-0.000154813577 1
< 0.1%
-0.000151498316 1
< 0.1%
-0.0001416756713 1
< 0.1%
-0.0001308456704 1
< 0.1%
-0.0001307444472 1
< 0.1%
-0.0001266122999 1
< 0.1%
-0.0001222151477 1
< 0.1%
ValueCountFrequency (%)
0.0001621851698 1
< 0.1%
0.0001460898056 1
< 0.1%
0.0001272195077 1
< 0.1%
0.0001219670448 1
< 0.1%
0.0001218804755 1
< 0.1%
0.0001136478604 1
< 0.1%
0.0001129408192 1
< 0.1%
0.0001113679828 1
< 0.1%
0.0001075474574 1
< 0.1%
0.0001052799489 1
< 0.1%

ld_mean_bid_price2
Real number (ℝ)

ZEROS 

Distinct67695
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.932156 × 10-7
Minimum-0.00026825926
Maximum0.00019639074
Zeros823
Zeros (%)1.2%
Negative33485
Negative (%)48.8%
Memory size1.0 MiB
2024-07-01T15:02:26.919208image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.00026825926
5-th percentile-1.4429984 × 10-5
Q1-3.855946 × 10-6
median5.0439914 × 10-14
Q34.0680957 × 10-6
95-th percentile1.5199937 × 10-5
Maximum0.00019639074
Range0.00046465
Interquartile range (IQR)7.9240417 × 10-6

Descriptive statistics

Standard deviation1.0886137 × 10-5
Coefficient of variation (CV)56.341914
Kurtosis28.903113
Mean1.932156 × 10-7
Median Absolute Deviation (MAD)3.9587704 × 10-6
Skewness0.16783385
Sum0.013260193
Variance1.1850797 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:27.175624image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 823
 
1.2%
-3.906554442 × 10-135
 
< 0.1%
2.732754073 × 10-134
 
< 0.1%
4.547473509 × 10-133
 
< 0.1%
-3.079770325 × 10-133
 
< 0.1%
1.95000537 × 10-133
 
< 0.1%
1.028403911 × 10-133
 
< 0.1%
4.042198705 × 10-133
 
< 0.1%
-4.460357051 × 10-133
 
< 0.1%
-5.061535501 × 10-133
 
< 0.1%
Other values (67685) 67776
98.8%
ValueCountFrequency (%)
-0.0002682592603 1
< 0.1%
-0.0001935685286 1
< 0.1%
-0.0001502704836 1
< 0.1%
-0.0001460288477 1
< 0.1%
-0.0001427371899 1
< 0.1%
-0.0001403882634 1
< 0.1%
-0.0001300644508 1
< 0.1%
-0.000119716904 1
< 0.1%
-0.000119014614 1
< 0.1%
-0.0001171048643 1
< 0.1%
ValueCountFrequency (%)
0.0001963907416 1
< 0.1%
0.0001905882818 1
< 0.1%
0.0001643563737 1
< 0.1%
0.0001605473808 1
< 0.1%
0.0001438314794 1
< 0.1%
0.0001421089255 1
< 0.1%
0.0001389935642 1
< 0.1%
0.0001330943342 1
< 0.1%
0.0001314155379 1
< 0.1%
0.0001249542402 1
< 0.1%

ld_mean_ask_price2
Real number (ℝ)

ZEROS 

Distinct67747
Distinct (%)98.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.2551891 × 10-7
Minimum-0.00038335484
Maximum0.0001659566
Zeros779
Zeros (%)1.1%
Negative34218
Negative (%)49.9%
Memory size1.0 MiB
2024-07-01T15:02:27.309194image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.00038335484
5-th percentile-1.5087433 × 10-5
Q1-4.0737009 × 10-6
median0
Q33.8145424 × 10-6
95-th percentile1.4368141 × 10-5
Maximum0.0001659566
Range0.00054931144
Interquartile range (IQR)7.8882433 × 10-6

Descriptive statistics

Standard deviation1.0834488 × 10-5
Coefficient of variation (CV)-48.04248
Kurtosis44.243179
Mean-2.2551891 × 10-7
Median Absolute Deviation (MAD)3.9453857 × 10-6
Skewness-1.3202951
Sum-0.015477138
Variance1.1738613 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:27.447542image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 779
 
1.1%
-2.25611088 × 10-133
 
< 0.1%
8.435893043 × 10-133
 
< 0.1%
2.36616499 × 10-133
 
< 0.1%
2.188257984 × 10-133
 
< 0.1%
-2.476921663 × 10-133
 
< 0.1%
1.007052989 × 10-133
 
< 0.1%
-3.906554442 × 10-133
 
< 0.1%
1.2437535 × 10-133
 
< 0.1%
1.037569688 × 10-132
 
< 0.1%
Other values (67737) 67824
98.8%
ValueCountFrequency (%)
-0.0003833548399 1
< 0.1%
-0.0002071823692 1
< 0.1%
-0.000199276139 1
< 0.1%
-0.0001527631393 1
< 0.1%
-0.0001496130135 1
< 0.1%
-0.0001415690931 1
< 0.1%
-0.0001313552784 1
< 0.1%
-0.0001308263454 1
< 0.1%
-0.0001289446082 1
< 0.1%
-0.0001286809857 1
< 0.1%
ValueCountFrequency (%)
0.0001659566042 1
< 0.1%
0.0001262580045 1
< 0.1%
0.0001192143172 1
< 0.1%
0.0001187940725 1
< 0.1%
0.0001135967032 1
< 0.1%
0.000113483693 1
< 0.1%
0.0001131699464 1
< 0.1%
0.0001100015725 1
< 0.1%
0.0001075328182 1
< 0.1%
0.0001057260015 1
< 0.1%

ld_mean_bid_size1
Real number (ℝ)

ZEROS 

Distinct56990
Distinct (%)83.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.118253 × 10-6
Minimum-0.069741802
Maximum0.082412866
Zeros1043
Zeros (%)1.5%
Negative33353
Negative (%)48.6%
Memory size1.0 MiB
2024-07-01T15:02:27.580916image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.069741802
5-th percentile-0.01234644
Q1-0.00215394
median0
Q30.0022145277
95-th percentile0.012063012
Maximum0.082412866
Range0.15215467
Interquartile range (IQR)0.0043684678

Descriptive statistics

Standard deviation0.0073068064
Coefficient of variation (CV)6534.1263
Kurtosis6.0717545
Mean1.118253 × 10-6
Median Absolute Deviation (MAD)0.0021841199
Skewness-0.069395788
Sum0.076744586
Variance5.338942 × 10-5
MonotonicityNot monotonic
2024-07-01T15:02:27.726340image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1043
 
1.5%
0.001157173924 79
 
0.1%
-0.001157173924 68
 
0.1%
0.0006769033524 41
 
0.1%
-0.001834077277 33
 
< 0.1%
-0.0006769033524 27
 
< 0.1%
0.001834077277 23
 
< 0.1%
-0.001159108998 20
 
< 0.1%
0.002314347848 19
 
< 0.1%
0.001159108998 17
 
< 0.1%
Other values (56980) 67259
98.0%
ValueCountFrequency (%)
-0.06974180225 1
< 0.1%
-0.06115716688 1
< 0.1%
-0.05763874147 1
< 0.1%
-0.05673105099 1
< 0.1%
-0.0560712742 1
< 0.1%
-0.05584010829 1
< 0.1%
-0.05572614478 1
< 0.1%
-0.05216698375 1
< 0.1%
-0.05139866802 1
< 0.1%
-0.05080549358 1
< 0.1%
ValueCountFrequency (%)
0.08241286637 1
< 0.1%
0.06474215037 1
< 0.1%
0.06249963261 1
< 0.1%
0.05794517472 1
< 0.1%
0.05548393187 1
< 0.1%
0.05213843131 1
< 0.1%
0.05194428791 1
< 0.1%
0.05116855762 1
< 0.1%
0.04962630016 1
< 0.1%
0.04955424198 1
< 0.1%

ld_mean_ask_size1
Real number (ℝ)

ZEROS 

Distinct56900
Distinct (%)82.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4.577516 × 10-6
Minimum-0.069668192
Maximum0.071955784
Zeros1112
Zeros (%)1.6%
Negative33489
Negative (%)48.8%
Memory size1.0 MiB
2024-07-01T15:02:27.867374image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.069668192
5-th percentile-0.011950173
Q1-0.0021327495
median0
Q30.002167437
95-th percentile0.011823332
Maximum0.071955784
Range0.14162398
Interquartile range (IQR)0.0043001865

Descriptive statistics

Standard deviation0.0071678595
Coefficient of variation (CV)-1565.8841
Kurtosis6.2542749
Mean-4.577516 × 10-6
Median Absolute Deviation (MAD)0.0021497912
Skewness0.020635415
Sum-0.31415035
Variance5.137821 × 10-5
MonotonicityNot monotonic
2024-07-01T15:02:28.005556image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1112
 
1.6%
0.001157173924 68
 
0.1%
-0.001157173924 53
 
0.1%
-0.001834077277 31
 
< 0.1%
0.001834077277 29
 
< 0.1%
0.0006769033524 28
 
< 0.1%
-0.001159108998 22
 
< 0.1%
-0.0006769033524 21
 
< 0.1%
0.001159108998 20
 
< 0.1%
0.0004802705717 19
 
< 0.1%
Other values (56890) 67226
98.0%
ValueCountFrequency (%)
-0.06966819241 1
< 0.1%
-0.06048723578 1
< 0.1%
-0.05860130542 1
< 0.1%
-0.05237367268 1
< 0.1%
-0.05118031512 1
< 0.1%
-0.04969677703 1
< 0.1%
-0.04905849413 1
< 0.1%
-0.04885133239 1
< 0.1%
-0.0474759813 1
< 0.1%
-0.04744492432 1
< 0.1%
ValueCountFrequency (%)
0.07195578416 1
< 0.1%
0.07071073211 1
< 0.1%
0.06520465504 1
< 0.1%
0.06348835824 1
< 0.1%
0.05929452325 1
< 0.1%
0.05697115448 1
< 0.1%
0.05380926863 1
< 0.1%
0.05104364439 1
< 0.1%
0.05044983038 1
< 0.1%
0.04951698473 1
< 0.1%

ld_mean_bid_size2
Real number (ℝ)

ZEROS 

Distinct54670
Distinct (%)79.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.4953115 × 10-5
Minimum-0.092254825
Maximum0.071598883
Zeros1934
Zeros (%)2.8%
Negative32594
Negative (%)47.5%
Memory size1.0 MiB
2024-07-01T15:02:28.145431image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.092254825
5-th percentile-0.011680848
Q1-0.0018569946
median0
Q30.0019347735
95-th percentile0.011407923
Maximum0.071598883
Range0.16385371
Interquartile range (IQR)0.0037917681

Descriptive statistics

Standard deviation0.0069292621
Coefficient of variation (CV)-277.69127
Kurtosis6.8416665
Mean-2.4953115 × 10-5
Median Absolute Deviation (MAD)0.0018990334
Skewness-0.16916931
Sum-1.7125073
Variance4.8014674 × 10-5
MonotonicityNot monotonic
2024-07-01T15:02:28.293322image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 1934
 
2.8%
-0.001157173924 48
 
0.1%
0.001157173924 42
 
0.1%
0.0006769033524 25
 
< 0.1%
0.0003725267969 19
 
< 0.1%
-0.001834077277 18
 
< 0.1%
0.0004802705717 17
 
< 0.1%
0.001159108998 15
 
< 0.1%
0.0008527973686 15
 
< 0.1%
-0.0004802705717 15
 
< 0.1%
Other values (54660) 66481
96.9%
ValueCountFrequency (%)
-0.09225482529 1
< 0.1%
-0.06220078874 1
< 0.1%
-0.06113739334 1
< 0.1%
-0.05449959874 1
< 0.1%
-0.05308970837 1
< 0.1%
-0.05277393853 1
< 0.1%
-0.05233147939 1
< 0.1%
-0.05223691502 1
< 0.1%
-0.0519456602 1
< 0.1%
-0.05127911685 1
< 0.1%
ValueCountFrequency (%)
0.07159888333 1
< 0.1%
0.06578814551 1
< 0.1%
0.05904064341 1
< 0.1%
0.05607181145 1
< 0.1%
0.05434024615 1
< 0.1%
0.05120105255 1
< 0.1%
0.04699153251 1
< 0.1%
0.04637221524 1
< 0.1%
0.04617186472 1
< 0.1%
0.04589696911 1
< 0.1%

ld_mean_ask_size2
Real number (ℝ)

ZEROS 

Distinct54182
Distinct (%)78.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.573838 × 10-5
Minimum-0.061161103
Maximum0.071591847
Zeros2048
Zeros (%)3.0%
Negative32391
Negative (%)47.2%
Memory size1.0 MiB
2024-07-01T15:02:28.442821image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.061161103
5-th percentile-0.01136878
Q1-0.0018262589
median0
Q30.0019393987
95-th percentile0.011187099
Maximum0.071591847
Range0.13275295
Interquartile range (IQR)0.0037656576

Descriptive statistics

Standard deviation0.0068711971
Coefficient of variation (CV)192.26381
Kurtosis6.882381
Mean3.573838 × 10-5
Median Absolute Deviation (MAD)0.0018858842
Skewness0.0049961969
Sum2.4526893
Variance4.721335 × 10-5
MonotonicityNot monotonic
2024-07-01T15:02:28.593484image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2048
 
3.0%
0.001157173924 33
 
< 0.1%
-0.001157173924 26
 
< 0.1%
0.0006769033524 25
 
< 0.1%
0.0004802705717 21
 
< 0.1%
-0.0006769033524 18
 
< 0.1%
-0.0004802705717 17
 
< 0.1%
0.001834077277 15
 
< 0.1%
0.002318217995 14
 
< 0.1%
0.0008527973686 14
 
< 0.1%
Other values (54172) 66398
96.7%
ValueCountFrequency (%)
-0.06116110254 1
< 0.1%
-0.05987590269 1
< 0.1%
-0.05822326776 1
< 0.1%
-0.05716785697 1
< 0.1%
-0.05654680592 1
< 0.1%
-0.05567372549 1
< 0.1%
-0.0551908059 1
< 0.1%
-0.05304736226 1
< 0.1%
-0.05110032232 1
< 0.1%
-0.04883160125 1
< 0.1%
ValueCountFrequency (%)
0.0715918471 1
< 0.1%
0.07121366858 1
< 0.1%
0.06513105523 1
< 0.1%
0.06209621419 1
< 0.1%
0.05616061202 1
< 0.1%
0.05431896921 1
< 0.1%
0.05260979937 1
< 0.1%
0.05147398691 1
< 0.1%
0.0504528325 1
< 0.1%
0.04899117219 1
< 0.1%

ld_mean_bid_ask_1
Real number (ℝ)

ZEROS 

Distinct55858
Distinct (%)81.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00021488259
Minimum-0.018175019
Maximum0.018564394
Zeros10559
Zeros (%)15.4%
Negative32309
Negative (%)47.1%
Memory size1.0 MiB
2024-07-01T15:02:28.743251image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.018175019
5-th percentile-0.0031142544
Q1-0.0011203877
median0
Q30.00058305613
95-th percentile0.0024565852
Maximum0.018564394
Range0.036739413
Interquartile range (IQR)0.0017034438

Descriptive statistics

Standard deviation0.0017647672
Coefficient of variation (CV)-8.2127042
Kurtosis5.0201162
Mean-0.00021488259
Median Absolute Deviation (MAD)0.00085397885
Skewness-0.25032412
Sum-14.747178
Variance3.1144032 × 10-6
MonotonicityNot monotonic
2024-07-01T15:02:28.895742image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 10559
 
15.4%
0.001157173188 59
 
0.1%
-0.001157173188 55
 
0.1%
0.001157174702 53
 
0.1%
-0.001157174702 40
 
0.1%
-0.001159109757 17
 
< 0.1%
-0.001159108244 17
 
< 0.1%
0.001159108244 17
 
< 0.1%
-0.000676903408 16
 
< 0.1%
-0.001157173887 15
 
< 0.1%
Other values (55848) 57781
84.2%
ValueCountFrequency (%)
-0.01817501895 1
< 0.1%
-0.01677316986 1
< 0.1%
-0.01479505096 1
< 0.1%
-0.01408522576 1
< 0.1%
-0.01405486651 1
< 0.1%
-0.01365827955 1
< 0.1%
-0.01346260495 1
< 0.1%
-0.01303614769 1
< 0.1%
-0.01297235768 1
< 0.1%
-0.01295899041 1
< 0.1%
ValueCountFrequency (%)
0.01856439374 1
< 0.1%
0.0142156519 1
< 0.1%
0.01399340387 1
< 0.1%
0.01345925499 1
< 0.1%
0.01279214211 1
< 0.1%
0.01273256447 1
< 0.1%
0.01223007962 1
< 0.1%
0.01212734915 1
< 0.1%
0.01141435653 1
< 0.1%
0.01131963171 1
< 0.1%

ld_mean_bid_ask_2
Real number (ℝ)

ZEROS 

Distinct57899
Distinct (%)84.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00018512886
Minimum-0.013372558
Maximum0.012927916
Zeros9547
Zeros (%)13.9%
Negative32950
Negative (%)48.0%
Memory size1.0 MiB
2024-07-01T15:02:29.044674image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.013372558
5-th percentile-0.0024674736
Q1-0.00073173933
median0
Q30.00044073691
95-th percentile0.0018732835
Maximum0.012927916
Range0.026300474
Interquartile range (IQR)0.0011724762

Descriptive statistics

Standard deviation0.0013876098
Coefficient of variation (CV)-7.4953729
Kurtosis6.6949773
Mean-0.00018512886
Median Absolute Deviation (MAD)0.00056440692
Skewness-0.53089047
Sum-12.705209
Variance1.9254611 × 10-6
MonotonicityNot monotonic
2024-07-01T15:02:29.183033image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9547
 
13.9%
0.000480271352 26
 
< 0.1%
-0.000480271352 21
 
< 0.1%
-0.0004802697513 17
 
< 0.1%
0.0004802697513 15
 
< 0.1%
-0.0004802705371 12
 
< 0.1%
-0.0004810736864 10
 
< 0.1%
0.0004802705371 9
 
< 0.1%
1.589457241 × 10-79
 
< 0.1%
0.0004810736864 8
 
< 0.1%
Other values (57889) 58955
85.9%
ValueCountFrequency (%)
-0.01337255817 1
< 0.1%
-0.01332696714 1
< 0.1%
-0.01312220842 1
< 0.1%
-0.01300476305 1
< 0.1%
-0.01287382003 1
< 0.1%
-0.01253999025 1
< 0.1%
-0.01253812201 1
< 0.1%
-0.01228198782 1
< 0.1%
-0.01164884027 1
< 0.1%
-0.01149207819 1
< 0.1%
ValueCountFrequency (%)
0.0129279159 1
< 0.1%
0.01183776185 1
< 0.1%
0.01109547168 1
< 0.1%
0.01085201744 1
< 0.1%
0.01047409326 1
< 0.1%
0.01026467141 1
< 0.1%
0.009560696781 1
< 0.1%
0.009142179042 1
< 0.1%
0.009086756036 1
< 0.1%
0.009053038433 1
< 0.1%

ld_mean_wap_1
Real number (ℝ)

UNIQUE 

Distinct68629
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-9.8880446 × 10-9
Minimum-0.0004270721
Maximum0.00016151606
Zeros1
Zeros (%)< 0.1%
Negative34296
Negative (%)50.0%
Memory size1.0 MiB
2024-07-01T15:02:29.314841image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.0004270721
5-th percentile-1.4804543 × 10-5
Q1-3.9866785 × 10-6
median1.3615728 × 10-9
Q33.9858829 × 10-6
95-th percentile1.4899305 × 10-5
Maximum0.00016151606
Range0.00058858816
Interquartile range (IQR)7.9725615 × 10-6

Descriptive statistics

Standard deviation1.0919069 × 10-5
Coefficient of variation (CV)-1104.2698
Kurtosis56.002934
Mean-9.8880446 × 10-9
Median Absolute Deviation (MAD)3.9865093 × 10-6
Skewness-1.1059301
Sum-0.00067860661
Variance1.1922607 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:29.450301image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.014031865 × 10-71
 
< 0.1%
2.066684357 × 10-51
 
< 0.1%
3.771282799 × 10-61
 
< 0.1%
1.011542072 × 10-61
 
< 0.1%
-2.365990863 × 10-51
 
< 0.1%
-4.050371354 × 10-61
 
< 0.1%
1.55797578 × 10-51
 
< 0.1%
2.160135151 × 10-61
 
< 0.1%
-1.939449359 × 10-51
 
< 0.1%
9.960436024 × 10-61
 
< 0.1%
Other values (68619) 68619
> 99.9%
ValueCountFrequency (%)
-0.0004270720975 1
< 0.1%
-0.0002213566193 1
< 0.1%
-0.0001806100649 1
< 0.1%
-0.0001661907688 1
< 0.1%
-0.0001553181035 1
< 0.1%
-0.0001406701367 1
< 0.1%
-0.0001324609032 1
< 0.1%
-0.0001293046699 1
< 0.1%
-0.0001288079421 1
< 0.1%
-0.0001273771504 1
< 0.1%
ValueCountFrequency (%)
0.0001615160621 1
< 0.1%
0.0001423054785 1
< 0.1%
0.0001358135349 1
< 0.1%
0.0001333051577 1
< 0.1%
0.0001326569776 1
< 0.1%
0.0001322848456 1
< 0.1%
0.0001269122534 1
< 0.1%
0.0001251610556 1
< 0.1%
0.000122362283 1
< 0.1%
0.0001202648483 1
< 0.1%

ld_mean_wap_2
Real number (ℝ)

Distinct68627
Distinct (%)> 99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.9125833 × 10-8
Minimum-0.00028692895
Maximum0.00016231174
Zeros3
Zeros (%)< 0.1%
Negative34266
Negative (%)49.9%
Memory size1.0 MiB
2024-07-01T15:02:29.593141image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.00028692895
5-th percentile-1.5098448 × 10-5
Q1-4.0493892 × 10-6
median6.541689 × 10-9
Q34.0094353 × 10-6
95-th percentile1.5148403 × 10-5
Maximum0.00016231174
Range0.00044924069
Interquartile range (IQR)8.0588245 × 10-6

Descriptive statistics

Standard deviation1.1036101 × 10-5
Coefficient of variation (CV)-378.9111
Kurtosis27.57689
Mean-2.9125833 × 10-8
Median Absolute Deviation (MAD)4.0291574 × 10-6
Skewness-0.55173566
Sum-0.0019988768
Variance1.2179554 × 10-10
MonotonicityNot monotonic
2024-07-01T15:02:29.740990image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 3
 
< 0.1%
-2.194314642 × 10-71
 
< 0.1%
1.727964144 × 10-51
 
< 0.1%
3.234247822 × 10-61
 
< 0.1%
-3.547826027 × 10-61
 
< 0.1%
2.027527885 × 10-61
 
< 0.1%
9.155924621 × 10-61
 
< 0.1%
-4.357379525 × 10-51
 
< 0.1%
2.868170588 × 10-61
 
< 0.1%
-3.91402351 × 10-61
 
< 0.1%
Other values (68617) 68617
> 99.9%
ValueCountFrequency (%)
-0.0002869289473 1
< 0.1%
-0.0001912798215 1
< 0.1%
-0.0001838070185 1
< 0.1%
-0.0001496626615 1
< 0.1%
-0.0001417041904 1
< 0.1%
-0.0001405115852 1
< 0.1%
-0.0001354747819 1
< 0.1%
-0.0001314010116 1
< 0.1%
-0.0001312488255 1
< 0.1%
-0.000120910553 1
< 0.1%
ValueCountFrequency (%)
0.0001623117427 1
< 0.1%
0.0001501545551 1
< 0.1%
0.0001459146916 1
< 0.1%
0.0001392225185 1
< 0.1%
0.0001320560412 1
< 0.1%
0.0001265580396 1
< 0.1%
0.0001243490805 1
< 0.1%
0.0001189782581 1
< 0.1%
0.0001108086707 1
< 0.1%
0.0001083503772 1
< 0.1%

ld_mean_volume_overall
Real number (ℝ)

Distinct68175
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.379484 × 10-6
Minimum-0.044943524
Maximum0.05768285
Zeros275
Zeros (%)0.4%
Negative33394
Negative (%)48.7%
Memory size1.0 MiB
2024-07-01T15:02:29.992786image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-0.044943524
5-th percentile-0.0038661988
Q1-0.00094904329
median2.7166674 × 10-5
Q30.00097763974
95-th percentile0.0037569246
Maximum0.05768285
Range0.10262637
Interquartile range (IQR)0.001926683

Descriptive statistics

Standard deviation0.0027383677
Coefficient of variation (CV)1985.0666
Kurtosis19.575302
Mean1.379484 × 10-6
Median Absolute Deviation (MAD)0.0009637
Skewness-0.085745214
Sum0.094672607
Variance7.4986574 × 10-6
MonotonicityNot monotonic
2024-07-01T15:02:30.141073image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 275
 
0.4%
0.0004802705717 6
 
< 0.1%
-0.0003725267969 4
 
< 0.1%
-0.0003350095083 4
 
< 0.1%
-0.0006791710354 3
 
< 0.1%
0.001752624582 3
 
< 0.1%
-0.0007846471273 3
 
< 0.1%
0.0006769033524 3
 
< 0.1%
0.0008105305773 3
 
< 0.1%
-0.0005617232665 3
 
< 0.1%
Other values (68165) 68322
99.6%
ValueCountFrequency (%)
-0.04494352369 1
< 0.1%
-0.03878869651 1
< 0.1%
-0.03525773266 1
< 0.1%
-0.03212714458 1
< 0.1%
-0.03152581135 1
< 0.1%
-0.03057769583 1
< 0.1%
-0.02985752809 1
< 0.1%
-0.0289073441 1
< 0.1%
-0.02879175122 1
< 0.1%
-0.02849736454 1
< 0.1%
ValueCountFrequency (%)
0.05768284971 1
< 0.1%
0.04237405107 1
< 0.1%
0.03806577076 1
< 0.1%
0.03737546721 1
< 0.1%
0.03199319077 1
< 0.1%
0.0267213935 1
< 0.1%
0.02660128287 1
< 0.1%
0.0249357847 1
< 0.1%
0.02472700428 1
< 0.1%
0.02423646608 1
< 0.1%

ld_mean_volume_difference
Real number (ℝ)

INFINITE  MISSING 

Distinct16072
Distinct (%)65.6%
Missing44138
Missing (%)64.3%
Infinite8421
Infinite (%)12.3%
Meannan
Minimum-inf
Maximuminf
Zeros1
Zeros (%)< 0.1%
Negative11695
Negative (%)17.0%
Memory size1.0 MiB
2024-07-01T15:02:30.283038image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Quantile statistics

Minimum-inf
5-th percentilenan
Q1-0.067525237
median0.003503077
Q30.073254385
95-th percentilenan
Maximuminf
Rangeinf
Interquartile range (IQR)0.14077962

Descriptive statistics

Standard deviationnan
Coefficient of variation (CV)nan
Kurtosisnan
Meannan
Median Absolute Deviation (MAD)0.07040284
Skewnessnan
Sumnan
Variancenan
MonotonicityNot monotonic
2024-07-01T15:02:30.433315image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
inf 4224
 
6.2%
-inf 4197
 
6.1%
0.07480195359 1
 
< 0.1%
0.1265086025 1
 
< 0.1%
0.1089645563 1
 
< 0.1%
-0.002200900811 1
 
< 0.1%
0.03391312674 1
 
< 0.1%
0.06534780394 1
 
< 0.1%
0.09077744163 1
 
< 0.1%
-0.004378412001 1
 
< 0.1%
Other values (16062) 16062
 
23.4%
(Missing) 44138
64.3%
ValueCountFrequency (%)
-inf 4197
6.1%
-2.036881927 1
 
< 0.1%
-1.763588592 1
 
< 0.1%
-1.549333988 1
 
< 0.1%
-1.336620535 1
 
< 0.1%
-1.252762968 1
 
< 0.1%
-0.9063666791 1
 
< 0.1%
-0.7790847078 1
 
< 0.1%
-0.7709822414 1
 
< 0.1%
-0.7361277682 1
 
< 0.1%
ValueCountFrequency (%)
inf 4224
6.2%
1.863218433 1
 
< 0.1%
1.228835081 1
 
< 0.1%
1.151292546 1
 
< 0.1%
0.9576867126 1
 
< 0.1%
0.9426963068 1
 
< 0.1%
0.7754427362 1
 
< 0.1%
0.6931471806 1
 
< 0.1%
0.684789794 1
 
< 0.1%
0.660299651 1
 
< 0.1%

Interactions

2024-07-01T15:02:23.708791image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:01:59.806526image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:01.522862image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:03.120750image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:04.779520image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:06.807284image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:08.460947image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:10.394281image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:12.197787image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:14.038672image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:15.627520image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:17.289337image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:18.928240image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:20.495636image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:22.036856image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:23.811658image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:01:59.910372image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:01.624874image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:03.229177image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:04.883157image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:06.917440image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:08.570919image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
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2024-07-01T15:02:20.379264image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:21.914478image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
2024-07-01T15:02:23.592204image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/

Missing values

2024-07-01T15:02:25.378742image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
A simple visualization of nullity by column.
2024-07-01T15:02:25.665621image/svg+xmlMatplotlib v3.8.0, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

target_valueld_mean_bid_price1ld_mean_ask_price1ld_mean_bid_price2ld_mean_ask_price2ld_mean_bid_size1ld_mean_ask_size1ld_mean_bid_size2ld_mean_ask_size2ld_mean_bid_ask_1ld_mean_bid_ask_2ld_mean_wap_1ld_mean_wap_2ld_mean_volume_overallld_mean_volume_difference
1813340.001381-2.996463e-070.000000-2.991734e-071.207628e-130.004654-1.931104e-020.0019390.0029179.265916e-040.0006398.014032e-07-2.194315e-070.001264-inf
590800.0071882.369863e-060.0000021.077310e-068.603139e-07-0.012861-8.852277e-180.009509-0.005791-3.500016e-04-0.0001218.804530e-083.924950e-06-0.004149NaN
674720.0032073.761964e-060.0000053.838578e-063.989105e-06-0.0111532.337650e-020.0117390.0105561.493364e-030.0001951.174729e-064.140778e-060.011523-inf
3871870.003743-4.821366e-06-0.000003-4.564723e-06-3.661964e-060.0106692.060110e-050.0045700.0091363.113591e-030.001365-3.728312e-06-4.675296e-060.003216NaN
1928460.0038295.153930e-060.0000055.154345e-064.949034e-060.006028-1.823421e-03-0.0030260.008063-1.393775e-03-0.0006425.238842e-064.501166e-06-0.000459NaN
4146410.0026703.657703e-060.0000033.658197e-063.412691e-06-0.000036-3.491902e-030.0008540.001678-1.253430e-03-0.0005203.712686e-063.429071e-060.000246NaN
750660.001399-2.980892e-06-0.000003-2.981302e-06-2.521698e-060.0019751.312014e-020.003950-0.0031391.975834e-030.001456-2.901836e-06-2.235095e-060.001328NaN
1515890.0030277.419624e-060.0000087.420329e-067.689711e-060.0153131.071873e-020.003613-0.0096895.270608e-040.0003867.836156e-069.140882e-060.003201NaN
1092450.0053401.252999e-050.0000111.254156e-051.093852e-05-0.0030385.827707e-04-0.001766-0.001201-1.176820e-03-0.0004881.068817e-051.098882e-05-0.001420inf
3576730.001807-3.276820e-06-0.000003-3.277566e-06-3.275330e-06-0.0008632.457807e-030.001754-0.0012135.396305e-070.000000-3.453805e-06-2.791127e-060.000547-0.038753
target_valueld_mean_bid_price1ld_mean_ask_price1ld_mean_bid_price2ld_mean_ask_price2ld_mean_bid_size1ld_mean_ask_size1ld_mean_bid_size2ld_mean_ask_size2ld_mean_bid_ask_1ld_mean_bid_ask_2ld_mean_wap_1ld_mean_wap_2ld_mean_volume_overallld_mean_volume_difference
2355940.0017505.643523e-065.643001e-065.643784e-065.642740e-060.0021240.0021254.571003e-03-0.0004340.000000e+000.000000e+005.643105e-065.826938e-060.001573-inf
620820.006938-1.573543e-06-1.650904e-06-1.022955e-06-1.179036e-060.0003890.003229-1.888076e-030.002973-1.089792e-04-1.279950e-04-2.004143e-06-2.303745e-060.001253NaN
16890.005653-4.222391e-05-4.540412e-05-4.401653e-05-4.540200e-05-0.0056970.0065101.316102e-020.033534-1.647355e-03-6.667330e-04-4.900611e-05-5.368194e-050.003867NaN
1279480.005273-4.974887e-07-1.159807e-06-4.977568e-07-1.159704e-06-0.003031-0.001305-9.659754e-05-0.005221-6.336941e-04-5.416152e-04-1.326018e-063.158992e-07-0.003398NaN
3323220.003058-4.906532e-06-3.442721e-06-4.280485e-06-2.503419e-06-0.0137580.0078986.001274e-030.0069672.390077e-032.114108e-03-6.262997e-06-4.237882e-06-0.0008100.074802
1492260.0017543.667568e-073.666788e-073.668360e-073.663974e-07-0.000360-0.000162-6.316165e-040.0002670.000000e+00-3.162612e-073.572522e-072.240626e-07-0.0001910.024334
3858330.003928-1.889279e-06-1.786177e-06-1.713636e-06-1.771630e-06-0.000170-0.001040-6.134046e-030.0010403.071042e-04-1.454216e-04-1.769323e-06-2.320325e-06-0.000575NaN
1794010.001521-7.367018e-06-7.364755e-06-7.367921e-06-7.363853e-06-0.0001620.0043422.004153e-040.0017315.369015e-07-2.672249e-07-7.667459e-06-7.558513e-060.001298-inf
3229240.002483-3.099269e-06-3.336806e-06-2.622840e-06-3.336731e-060.0009530.004247-1.640435e-170.002925-8.878884e-04-1.828884e-03-3.380522e-06-2.657806e-060.002306NaN
3843220.0031371.112884e-061.181511e-069.868957e-078.833083e-070.001987-0.0016572.177166e-03-0.0019872.531031e-04-2.449555e-041.352982e-061.226005e-060.000520NaN